# Orthogonalizing EM: Penalized Regression for Big Tall Data

## Documentation for package ‘oem’ version 2.0.12

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package README

## Help Pages

big.oem | Orthogonalizing EM for big.matrix objects
cv.oem | Cross validation for Orthogonalizing EM
cv.oemfit | Deprecated functions
logLik.cv.oem | log likelihood function for fitted oem objects
logLik.oem | log likelihood function for fitted oem objects
logLik.xval.oem | log likelihood function for fitted oem objects
oem | Orthogonalizing EM
oem-deprecated | Deprecated functions
oem.xtx | Orthogonalizing EM with precomputed XtX
oemfit | Deprecated functions
plot.cv.oem | Plot method for Orthogonalizing EM fitted objects
plot.oem | Plot method for Orthogonalizing EM fitted objects
plot.oemfit | Deprecated functions
plot.xval.oem | Plot method for Orthogonalizing EM fitted objects
predict.cv.oem | Prediction function for fitted cross validation oem objects
predict.oem | Prediction method for Orthogonalizing EM fitted objects
predict.oemfit | Deprecated functions
predict.xval.oem | Prediction function for fitted cross validation oem objects
print.oemfit | Deprecated functions
print.summary.cv.oem | print method for 'summary.cv.oem' objects
summary.cv.oem | summary method for cross validation Orthogonalizing EM fitted objects
summary.xval.oem | summary method for cross validation Orthogonalizing EM fitted objects
xval.oem | Fast cross validation for Orthogonalizing EM